Real ChatGPT answer · index seednL9q3ddRekccompleteMarketing and advertising · AI search and generative engine optimizationcomparison
How do generative search engines handle brand sentiment analysis, and can we influence how ChatGPT describes our family business to potential customers?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do generative search engines handle brand sentiment analysis, and can we influence how ChatGPT describes our family business to potential customers?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
OpenAI ChatGPT search how search answers cite sources official documentation website Google ↗
Google Search Central AI features website content guidance structured data reviews reputation official Google ↗
- Searching the web with ChatGPT · help.openai.com
- Does ChatGPT tell the truth? · help-lb.openai.com
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
OpenAI ChatGPT search how search answers cite sources official documentation website OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Search Central AI features website content guidance structured data reviews reputation official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |